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Event Detection
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Demonstration
The LEAF Lab
Data
Events
Data: MAVEN
Trigger word:
combat
Event Types (Count):
Hostile_encounter (37)
NegTrigger (75)
Military_operation (2)
Negative Trigger
In
the
words
of
the
``
Chronica
''
:
``
Count
Pedro
asked
Request
the
Count
of
Toulouse
for
single
combat
Hostile_encounter
''
(
``
comes
Petrus
petiit
comiti
Tolosano
singulare
certamen
''
)
,
``
both
went out
Self_motion
to
fight
much
like
two
strong
lions
''
(
``
sicut
duo
leones
fortes
''
)
,
and
``
Count
Pedro
was
wounded
Bodily_harm
by
Alfonso
's
lance
and
,
falling
from
his
horse
,
broke
Bodily_harm
his
arm
and
died
Death
a
few
days
later
''
(
``
et
vulneratus
est
comes
Petrus
ab
hasta
comitis
Adefonsi
et
,
cadens
de
equo
,
fractum
est
brachium
eius
et
post
paucos
dies
mortuus
est
''
)
.
In
their
first
air
combat
,
a
small
force
of
seemingly
mismatched
MiG-17s
inflicted
Bodily_harm
significant
losses
Earnings_and_losses
on
much
larger
and
more
advanced
Cause_to_make_progress
American
F-105
Thunderchief
at
a
cost
Cost
of
3
of
their
own
,
with
an
F-100
Super
Sabre
claiming
Statement
the
first
probable
American
kill
Killing
of
the
conflict
Hostile_encounter
.
The
encounter
led to
Causation
significant
changes
Change
in
American
tactics
and
training
Education_teaching
,
and
a
return
to
dog-fighting
in
air
combat
doctrine
.
The
U.S.
formally
withdrew
Escaping
all
combat
troops
from
Iraq
by
December
2011
.
In
the
Gulf
War
of
1990–1991
,
when
the
Coalition
intervened
Response
,
they
faced
the
world
's
fourth
largest
air
force
to
combat
.
although
combat
Hostile_encounter
operations
were
primarily
conducted
Action
by
ground
forces
Military_operation
,
aerial
forces
Military_operation
played
Participation
a
vital
support
Supporting
role
and
naval
forces
Military_operation
ensured
Preventing_or_letting
the
security
of
the
sea
flanks
.
The
conflict
Hostile_encounter
was
characterised
by
restrained
Control
and
isolated
ground
combat
Hostile_encounter
,
set
Placing
within
tactics
of
low-level
brinkmanship
.
A
build-up
of
Indonesian
forces
Military_operation
on
the
Kalimantan
border
in
December
1964
saw
Self_motion
the
UK
commit
Commitment
significant
forces
Military_operation
from
the
UK-based
Army
Strategic
Command
and
Australia
and
New
Zealand
deployed
Arranging
roulement
combat
Hostile_encounter
forces
Military_operation
from
West
Malaysia
to
Borneo
in
1965–66
.
After
heavy
and
intense
combat
on
Peleliu
,
the
island
was
finally
secured
by
U.S.
forces
in
November
1944
.
During
the
four
days
of
combat
Napoleon
's
subordinate
commanders
suffered
Bodily_harm
heavy
defeats
in
individual
actions
,
and
large
numbers
of
French
stragglers
were
captured
Conquering
by
the
Russians
.
However
,
the
forces
Military_operation
did
not
engage
Participation
in
combat
Military_operation
.
Few
of
the
occupying
British
,
French
,
and
Italian
troops
had
been
deployed
Arranging
or
engaged
Forming_relationships
in
combat
.
The
battle
for
control
of
the
Ludendorff
Bridge
caused
Causation
both
the
American
and
German
forces
Military_operation
to
employ
Employment
new
weapons
and
tactics
in
combat
for
the
first
time
.
For
the
first
time
in
combat
,
they
had
deployed
Arranging
the
top-secret
Canal
Defence
Lights
which
successfully
detected
Know
the
frogmen
in
the
dark
,
and
they
were
all
killed
Killing
or
captured
Conquering
.
But
by
then
U.S.
Army
combat
engineers
had
finished
Process_end
building
Building
a
tactical
steel
treadway
bridge
and
a
heavy
duty
pontoon
bridge
followed
by
a
Bailey
bridge
across
the
Rhine
.
The
major
significance
of
the
battle
Hostile_encounter
is
that
it
was
the
first
meeting
Come_together
in
combat
of
ironclad
warships
,
i.e.
,
and
.
After
a
reluctance
of
the
military
to
combat
Hostile_encounter
the
nearly
two
thousand
soldiers
and
sailors
that
rebelled
between
3
and
4
October
1910
,
the
Republic
was
proclaimed
Statement
at
9
o'clock
a.m
of
the
next
day
from
the
balcony
of
the
Lisbon
City
Hall
in
Lisbon
.
Jet
fighters
confronted
Confronting_problem
each
other
in
air-to-air
combat
Hostile_encounter
for
the
first
time
in
history
,
and
Soviet
pilots
covertly
flew
Self_motion
in
defense
Defending
of
their
communist
allies
.
The
U.S.
military
called
Name_conferral
it
``
some
of
the
heaviest
urban
combat
U.S.
Marines
and
Soldiers
have
been
involved
Participation
in
since
the
Battle
of
Huế
City
in
Vietnam
in
1968
.
''
They
were
characterized
Justifying
by
unprecedented
ferocity
,
wholesale
destruction
Destroying
,
mass
deportations
,
and
immense
loss
Earnings_and_losses
of
life
due
to
combat
,
starvation
,
exposure
,
disease
,
and
massacres
.
The
first
combat
Hostile_encounter
use
Using
of
the
AGM-130
was
conducted
Action
during
ONW
.
Operation
Northern
Watch
was
the
longest
combat
Hostile_encounter
operation
in
the
history
of
the
European
Command
.
For
the
first
year
of
the
mission
,
northern
Iraq
was
quiet
,
with
no
combat
Hostile_encounter
between
Coalition
aircraft
and
Iraqi
forces
.
The
final
combat
air
patrol
occurred
Coming_to_be
on
17
March
2003
(
from
the
Incirlik
Air
Base
)
.
The
invasion
phase
began
Process_start
on
19
March
2003
and
lasted
just
over
one
month
,
including
21
days
of
major
combat
operations
Military_operation
,
in
which
a
combined
force
of
troops
from
the
United
States
,
the
United
Kingdom
,
Australia
and
Poland
invaded
Attack
Iraq
.
This
early
stage
of
the
war
Military_operation
formally
ended
Process_end
on
1
May
2003
when
U.S.
President
George
W.
Bush
declared
Expressing_publicly
the
``
End
Process_end
of
major
combat
operations
Military_operation
''
,
after
which
the
Coalition
Provisional
Authority
(
CPA
)
was
established
Creating
as
the
first
of
several
successive
transitional
governments
leading
up
to
the
first
Iraqi
parliamentary
election
Change_of_leadership
in
January
2005
.
On
1
May
President
George
W.
Bush
declared
Expressing_publicly
an
end
Process_end
to
major
combat
operations
Military_operation
:
this
ended
Process_end
the
invasion
period
and
began
Process_start
the
period
of
military
occupation
.
These
rapid
advances
on
the
Eastern
Front
destroyed
Destroying
additional
veteran
German
combat
units
and
severely
limited
Limiting
German
Führer
Adolf
Hitler
's
ability
to
reinforce
his
Rhine
defenses
.
The
action
was
intended
to
clear
Emptying
terrorist
sanctuaries
southeast
of
Baghdad
as
well
as
reduce
Cause_change_of_position_on_a_scale
the
flow
of
accelerants
into
that
city
by
both
combat
and
civil-military
operations
.
Along
with
the
battlefield
reverses
was
the
inability
of
the
``
Luftwaffe
''
to
produce
Creating
enough
experienced
night
fighter
crews
which
was
exacerbated
Cause_change_of_position_on_a_scale
by
the
crippling
shortage
of
fuel
at
this
stage
in
the
war
which
contributed
Causation
to
the
collapse
of
training
programs
and
grounded
combat
units
.
combat
unk
was
the
unk
bombing
Attack
(
gdb
)
operation
Military_operation
of
the
vietnam
war
by
the
united
states
air
force
using
Using
bomb
directing
centrals
and
by
the
united
states
marine
corps
using
Using
course
directing
centrals
(
``
unk
and
unk
ground
radars
''
)
.
Watson
was
launched
Motion
in
a
pair
of
aircraft
tasked
Request
with
locating
Placing
a
French
aircraft
carrier
under
combat
conditions
including
radio-silence
and
radar
switched
Motion
off
.
The
accident
took place
Process_start
at
the
time
of
the
combat
missile
launches
during
the
joint
Ukrainian-Russian
military
air
defense
Defending
exercises
Practice
.
The
purpose
Aiming
of
``
Wigwam
''
was
to
determine
Deciding
the
vulnerability
of
submarines
to
deeply
detonated
Attack
nuclear
weapons
,
and
to
evaluate
the
feasibility
of
using
such
weapons
in
a
combat
situation
.
Many
of
those
on
the
Cortés
expedition
of
1519
had
never
seen
Perception_active
combat
Hostile_encounter
before
,
including
Cortés
.
In
2017
,
on
average
one
Ukrainian
soldier
died
Death
in
combat
every
three
days
,
with
the
number
of
Russian
and
separatist
troops
remaining
Presence
in
the
region
estimated
at
6,000
and
40,000
respectively
.
United
States
Navy
and
US
Marine
Corps
combat
Hostile_encounter
forces
(
15th
MEU
)
and
active
and
reserve
Preserving
Military
Sealift
Command
forces
responded
Response
to
Iraqi
threats
against
Jordan
and
Kuwait
.
Maritime
Pre-positioning
Ship
Squadron
Two
sortied
Departing
from
Diego
Garcia
with
equipment
for
a
17,300-Marine
combat
Hostile_encounter
force
and
remained
Presence
on-station
to
provide
Supply
rapid
response
Response
capability
.
The
deployment
Arranging
of
a
``
Fly-Away
Package
''
of
key
contingency
staff
also
validated
Control
procedures
for
a
rapidly
deployed
Arranging
command
Control
and
control group
able
to
conduct
Action
combat
Hostile_encounter
operations
immediately
upon
arrival
Arriving
.
The
Croatian
War
Military_operation
of
Independence
was
fought
Hostile_encounter
from
1991
to
1995
between
Croat
forces
loyal
to
the
government
of
Croatia—which
had
declared
Expressing_publicly
independence
Change_of_leadership
from
the
Socialist
Federal
Republic
of
Yugoslavia
(
SFRY
)
—and
the
Serb-controlled
Yugoslav
People
's
Army
(
JNA
)
and
local
Serb
forces
,
with
the
JNA
ending
its
combat
Hostile_encounter
operations
Military_operation
in
Croatia
by
1992
.
after
the
ceasefire
Process_end
of
january
1992
and
international
recognition
Judgment_communication
of
the
republic
of
croatia
as
a
sovereign
state
,
the
front
lines
were
entrenched
,
the
united
nations
protection
force
Causation
(
unprofor
)
was
deployed
Arranging
,
and
combat
Hostile_encounter
became
Becoming
largely
intermittent
in
the
following
three
years
.
During
the
initial
campaign
,
Russian
military
and
pro-Russian
Chechen
paramilitary
forces
faced
Chechen
separatists
in
open
combat
,
and
seized
Hold
the
Chechen
capital
Grozny
after
a
winter
siege
that
lasted
from
late
1999
until
February
2000
.
although
it
was
described
Statement
by
the
cia
as
``
a
cooperative
effort
by
the
unk
services
of
several
south
american
countries
to
combat
terrorism
and
subversion
,
''
``
guerrillas
''
were
used
Using
as
an
excuse
,
as
they
were
never
substantial
enough
to
control
territory
,
gain
material
support
by
any
foreign
power
,
or
otherwise
threaten
national
security
.
The
combat
effectiveness
of
US
forces
Causation
,
particularly
the
US
32nd
Division
,
has
been
severely
criticised
Judgment_communication
.
On
20
April
,
Right
Sector
was
ordered
Request
by
acting
President
Oleksandr
Turchinov
to
sabotage
Damaging
an
insurgent-controlled
television
tower
,
leading to
Causation
the
first
combat
fatalities
.
While
approaching
Arriving
the
eastern
suburbs
of
the
city
,
the
Red
Army
temporarily
halted
Process_end
combat
operations
,
enabling
Preventing_or_letting
the
Germans
to
regroup
Cause_to_amalgamate
and
defeat
Conquering
the
Polish
resistance
and
to
raze
the
city
in
reprisal
.
During
the
urban
combat
,
approximately
25
%
of
Warsaw
's
buildings
Building
were
destroyed
Destroying
.
The
civilians
managed
to
flee
Escaping
the
combat
zones
,
and
this
reduced
Cause_change_of_position_on_a_scale
civilian
casualties
Death
,
while
swelling
Expansion
the
number
of
internally
displaced
people
(
IDP
)
.
Despite
an
original
boast
Statement
by
the
victors
that
254
had
been
killed
Killing
,
Aref
al-Aref
counted
117
victims
,
seven
in
combat
Hostile_encounter
and
the
rest
in
their
homes
.
It
was
the
only
instance
in
the
entire
war
in
Croatia
that
cluster
bombs
were
used
Using
in
combat
.
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